"natural gradient optimization" Papers

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ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning

Nilo Schwencke, Cyril Furtlehner

ICLR 2025posterarXiv:2412.10782
4
citations

Sobolev Space Regularised Pre Density Models

Mark Kozdoba, Binyamin Perets, Shie Mannor

ICML 2024poster

TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision

Zhuo Chen, Jacob McCarran, Esteban Vizcaino et al.

ICML 2024poster

Understanding Stochastic Natural Gradient Variational Inference

Kaiwen Wu, Jacob Gardner

ICML 2024poster